{"id":"W7056829373","doi":"","title":"Global Industrial HVAC Market 2018 Size by Trends, Equipment, Developments, Consumption, Leading Companies (Alfa Laval, Daikin) &amp;amp; Forecast Till 2022","year":2018,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"HVAC; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002225016,0.001184908,0.0003769395,0.002569326,0.0004493887,0.002497589,0.0006963498,0.0006192904,0.1616453],"category_scores_gemma":[0.0006929774,0.0002411364,0.0004793534,0.00289832,0.0002705459,0.003114813,0.0006152569,0.001086058,0.1190731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277471,"about_ca_system_score_gemma":0.001261875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034949,"about_ca_topic_score_gemma":0.01075621,"domain_scores_codex":[0.999746,0.000007433573,0.00000655746,0.00004144019,0.00015435,0.00004417794],"domain_scores_gemma":[0.9995061,0.0000313329,0.0000475691,0.00001478492,0.0002959682,0.0001042759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001048051,0.0000392512,0.001091799,0.0001365577,0.00000523967,0.00003545343,0.00002380138,0.0007380056,0.0007035675,0.002904926,0.9256291,0.06858749],"study_design_scores_gemma":[0.00002268733,0.00006743828,0.008189042,0.00009698451,0.00001063889,0.00007670497,0.0001237374,0.00156684,0.001213393,0.001451086,0.9871665,0.0000150738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02101661,0.005636297,0.003866387,0.004577413,0.003363944,0.0001228562,0.1978898,0.007322182,0.7562045],"genre_scores_gemma":[0.06173744,0.007332327,0.001837918,0.000771764,0.001519078,0.0001124554,0.1279825,0.001230738,0.7974758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1616453,"threshold_uncertainty_score":0.5407574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830568307238708,"score_gpt":0.3069140434023621,"score_spread":0.258608360329975,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}